Introduction: Business Problem

This project is to identify the potential areas to open up a movie theatre in the Neighbourhoods within a Borough in New York city. This document is targeted to stakeholders who are interested in investing to open a Movie Theatre in New York, USA.

We will first try to identify the areas/neighbourhoods that doesnt yet have a movie theater and based on population density of each borough, suggest to the target stakeholder the potential Boroughs to invest in a movie theatre

Data

In [1]:
!wget -q -O 'newyork_data.json' https://cocl.us/new_york_dataset
print('Data downloaded!')
Data downloaded!

Install all necessary python packages

In [2]:
import numpy as np # library to handle data in a vectorized manner

import pandas as pd # library for data analsysis
pd.set_option('display.max_columns', None)
pd.set_option('display.max_rows', None)

import json # library to handle JSON files

#!conda install -c conda-forge geopy --yes 
from geopy.geocoders import Nominatim # convert an address into latitude and longitude values

import requests # library to handle requests
from pandas.io.json import json_normalize # tranform JSON file into a pandas dataframe

# Matplotlib and associated plotting modules
import matplotlib.cm as cm
import matplotlib.colors as colors

# import k-means from clustering stage
from sklearn.cluster import KMeans

#!conda install -c conda-forge folium=0.5.0 --yes 
import folium # map rendering library

print('Libraries imported.')
Libraries imported.
In [3]:
with open('newyork_data.json') as json_data:
    newyork_data = json.load(json_data)
newyork_data
Out[3]:
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 'crs': {'type': 'name', 'properties': {'name': 'urn:ogc:def:crs:EPSG::4326'}},
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Data Analysis

Json data is extracted and fit into a dataframe. for Further analysis, create a dataframe to segregate the list of neighbourhoods in New York city under each Borough

In [4]:
neighborhoods_data = newyork_data['features']
# define the dataframe columns
column_names = ['Borough', 'Neighborhood', 'Latitude', 'Longitude'] 

# instantiate the dataframe
neighborhoods = pd.DataFrame(columns=column_names)

Lets fill up the empty neighbourhood dataframe created

In [5]:
for data in neighborhoods_data:
    borough = neighborhood_name = data['properties']['borough'] 
    neighborhood_name = data['properties']['name']
        
    neighborhood_latlon = data['geometry']['coordinates']
    neighborhood_lat = neighborhood_latlon[1]
    neighborhood_lon = neighborhood_latlon[0]
    
    neighborhoods = neighborhoods.append({'Borough': borough,
                                          'Neighborhood': neighborhood_name,
                                          'Latitude': neighborhood_lat,
                                          'Longitude': neighborhood_lon}, ignore_index=True)
In [6]:
print('The dataframe has {} boroughs and {} neighborhoods.'.format(
        len(neighborhoods['Borough'].unique()),
        neighborhoods.shape[0]
    )
)
The dataframe has 5 boroughs and 306 neighborhoods.

we have successfully created a dataframe with details of each neighbourhood.

Use geopy library to get the latitude and longitude values of New York City.

Utilise the Geopy library to get the co-ordinates based on a given address.

In [7]:
address = 'New York City, NY'

geolocator = Nominatim(user_agent="ny_explorer")
location = geolocator.geocode(address)
latitude = location.latitude
longitude = location.longitude
print('The geograpical coordinate of New York City are {}, {}.'.format(latitude, longitude))
The geograpical coordinate of New York City are 40.7127281, -74.0060152.

Create a map of New York with neighborhoods superimposed on top.

Visualise all the neighbourhoods of new york city in a map

In [8]:
# create map of New York using latitude and longitude values
map_newyork = folium.Map(location=[latitude, longitude], zoom_start=10)

# add markers to map
for lat, lng, borough, neighborhood in zip(neighborhoods['Latitude'], neighborhoods['Longitude'], neighborhoods['Borough'], neighborhoods['Neighborhood']):
    label = '{}, {}'.format(neighborhood, borough)
    label = folium.Popup(label, parse_html=True)
    folium.CircleMarker(
        [lat, lng],
        radius=5,
        popup=label,
        color='blue',
        fill=True,
        fill_color='#3186cc',
        fill_opacity=0.7,
        parse_html=False).add_to(map_newyork)  
    
map_newyork
Out[8]:
Make this Notebook Trusted to load map: File -> Trust Notebook

Exploratory Data Analysis

Lets first categorize data based on Boroughs and procure data on all venues in the specific borough

  1. collect data specific to each borough
  2. collect venues based in each borough using foursquare API
  3. Find all venues which are theatre
  4. find all venues which are movie theatre
  5. Visualize theatre & movie theatre using follium

once we have explored all venues which are either theatre or movie theatre we next need to analyse if a neighbourhood in a borough is worth investing in to open a movie theatre To do this we need to ensure if the area is densely populated in the borough

In [9]:
neighborhoods['Borough'].unique()
Out[9]:
array(['Bronx', 'Manhattan', 'Brooklyn', 'Queens', 'Staten Island'],
      dtype=object)

we will now place each of the 5 Borough in its own datadrame

In [10]:
bronx_data = neighborhoods[neighborhoods['Borough'] == 'Bronx'].reset_index(drop=True)
manhattan_data = neighborhoods[neighborhoods['Borough'] == 'Manhattan'].reset_index(drop=True)
brooklyn_data = neighborhoods[neighborhoods['Borough'] == 'Brooklyn'].reset_index(drop=True)
queens_data = neighborhoods[neighborhoods['Borough'] == 'Queens'].reset_index(drop=True)
statenIsland_data = neighborhoods[neighborhoods['Borough'] == 'Staten Island'].reset_index(drop=True)

Next, we are going to start utilizing the Foursquare API to explore the neighborhoods and segment them.

Define Foursquare Credentials and Version

In [12]:
# Foursquare API to get list of Venues

CLIENT_ID = 'Client ID' # your Foursquare ID
CLIENT_SECRET = 'Client secret' # your Foursquare Secret
VERSION = '20180605' # Foursquare API version
limit=700
radius=500
def getNearbyVenues(boroughs,names, latitudes, longitudes, radius=500):
    
    venues_list=[]
    for borough,name, lat, lng in zip(boroughs,names, latitudes, longitudes):
        #print(name)
            
        # create the API request URL
        url = 'https://api.foursquare.com/v2/venues/explore?&client_id={}&client_secret={}&v={}&ll={},{}&radius={}&limit={}'.format(
            CLIENT_ID, 
            CLIENT_SECRET, 
            VERSION, 
            lat, 
            lng, 
            radius, 
            limit)
            
        # make the GET request
        results = requests.get(url).json()["response"]['groups'][0]['items']
        
        # return only relevant information for each nearby venue
        venues_list.append([(
            borough,
            name, 
            lat, 
            lng, 
            v['venue']['name'], 
            v['venue']['location']['lat'], 
            v['venue']['location']['lng'],  
            v['venue']['categories'][0]['name']) for v in results])

    nearby_venues = pd.DataFrame([item for venue_list in venues_list for item in venue_list])
    nearby_venues.columns = ['Borough',
                  'Neighborhood', 
                  'Neighborhood Latitude', 
                  'Neighborhood Longitude', 
                  'Venue', 
                  'Venue Latitude', 
                  'Venue Longitude', 
                  'Venue Category']
    
    return(nearby_venues)
collect all venues existing in each borough using foursquare API

the following venue details are collected

  1. bronx venue details
  2. Manhattan Venue details
  3. Brooklyn venue details
  4. Queens venue details
  5. Staten Island venue details
In [13]:
#get all venues for each of the boroughs

bronx_venues = getNearbyVenues(boroughs=bronx_data['Borough'],
                                   names=bronx_data['Neighborhood'],
                                   latitudes=bronx_data['Latitude'],
                                   longitudes=bronx_data['Longitude']
                                  ) 
manhattan_venues = getNearbyVenues(boroughs=manhattan_data['Borough'],
                                   names=manhattan_data['Neighborhood'],
                                   latitudes=manhattan_data['Latitude'],
                                   longitudes=manhattan_data['Longitude']
                                  )
brooklyn_venues = getNearbyVenues(boroughs=brooklyn_data['Borough'],
                                   names=brooklyn_data['Neighborhood'],
                                   latitudes=brooklyn_data['Latitude'],
                                   longitudes=brooklyn_data['Longitude']
                                  )
queens_venues = getNearbyVenues(boroughs=queens_data['Borough'],
                                   names=queens_data['Neighborhood'],
                                   latitudes=queens_data['Latitude'],
                                   longitudes=queens_data['Longitude']
                                  )
statenIsland_venues = getNearbyVenues(boroughs=statenIsland_data['Borough'],
                                   names=statenIsland_data['Neighborhood'],
                                   latitudes=statenIsland_data['Latitude'],
                                   longitudes=statenIsland_data['Longitude']
                                  )
count of all venues that are theatre in each Borough
In [14]:
import re
print('Borough Bronx Theatre Count',bronx_venues['Venue'].str.count('Theater|theat|movie',re.I).sum())
print('Borough Manhattan Theatre Count',manhattan_venues['Venue'].str.count('Theater|theat|movie',re.I).sum())
print('Borough Brooklyn Theatre Count',brooklyn_venues['Venue'].str.count('Theater|theat|movie',re.I).sum())
print('Borough Queens Theatre Count',queens_venues['Venue'].str.count('Theater|theat|movie',re.I).sum())
print('Borough Staten Island Theatre Count',statenIsland_venues['Venue'].str.count('Theater|theat|movie',re.I).sum())
Borough Bronx Theatre Count 3
Borough Manhattan Theatre Count 27
Borough Brooklyn Theatre Count 10
Borough Queens Theatre Count 2
Borough Staten Island Theatre Count 2

Lets look at the list of theatres in each Borough & its neighbourhood

create a new dataframe and collect all details of venues which are theatre in a specific Borough

In [15]:
#create a new dataframe with all the venue details of theatre
newyork_theaters=bronx_venues[bronx_venues['Venue'].str.contains('Theater|theat|movie',case=False)].append(manhattan_venues[manhattan_venues['Venue'].str.contains('Theater|theat|movie',case=False)], ignore_index = True)
newyork_theaters=newyork_theaters.append(brooklyn_venues[brooklyn_venues['Venue'].str.contains('Theater|theat|movie',case=False)], ignore_index = True)
newyork_theaters=newyork_theaters.append(queens_venues[queens_venues['Venue'].str.contains('Theater|theat|movie',case=False)], ignore_index = True)
newyork_theaters=newyork_theaters.append(statenIsland_venues[statenIsland_venues['Venue'].str.contains('Theater|theat|movie',case=False)] , ignore_index = True)
newyork_theaters
Out[15]:
Borough Neighborhood Neighborhood Latitude Neighborhood Longitude Venue Venue Latitude Venue Longitude Venue Category
0 Bronx Fordham 40.860997 -73.896427 Paradise Theater 40.860499 -73.898463 Music Venue
1 Bronx West Farms 40.839475 -73.877745 Tropicana Theatere & Lounge 40.837404 -73.877922 Lounge
2 Bronx Parkchester 40.837938 -73.856003 Casper's Home Movie Room 40.838818 -73.858350 Multiplex
3 Manhattan East Harlem 40.792249 -73.944182 The Poets Den Theater 40.791529 -73.940768 Performing Arts Venue
4 Manhattan Lincoln Square 40.773529 -73.985338 Vivian Beaumont Theater 40.773354 -73.983827 Theater
5 Manhattan Lincoln Square 40.773529 -73.985338 American Ballet Theatre 40.772668 -73.984476 Performing Arts Venue
6 Manhattan Lincoln Square 40.773529 -73.985338 Walter Reade Theater 40.773783 -73.983924 Indie Movie Theater
7 Manhattan Lincoln Square 40.773529 -73.985338 David H. Koch Theater 40.772292 -73.983262 Theater
8 Manhattan Lincoln Square 40.773529 -73.985338 Claire Tow Theater 40.773365 -73.984051 Theater
9 Manhattan Clinton 40.759101 -73.996119 Pershing Square Signature Theater 40.759228 -73.995232 Theater
10 Manhattan Clinton 40.759101 -73.996119 UCB Theatre Hell’s Kitchen 40.760500 -73.997863 Comedy Club
11 Manhattan Clinton 40.759101 -73.996119 The Westside Theater 40.759350 -73.992765 Indie Theater
12 Manhattan Clinton 40.759101 -73.996119 The Alice Griffin Jewel Box Theatre 40.759463 -73.995185 Theater
13 Manhattan Midtown 40.754691 -73.981669 Belasco Theatre 40.756548 -73.983923 Theater
14 Manhattan Midtown 40.754691 -73.981669 Hudson Theatre 40.756908 -73.984503 Theater
15 Manhattan Midtown 40.754691 -73.981669 Stephen Sondheim Theatre 40.756116 -73.984927 Theater
16 Manhattan Midtown 40.754691 -73.981669 Minskoff Theatre 40.757389 -73.985537 Theater
17 Manhattan Chelsea 40.744035 -74.003116 The Joyce Theater 40.742829 -74.000534 Theater
18 Manhattan Chelsea 40.744035 -74.003116 High Line 10th Ave Amphitheatre 40.743981 -74.006844 Scenic Lookout
19 Manhattan Chelsea 40.744035 -74.003116 SVA Theatre 40.746105 -73.999833 College Theater
20 Manhattan Tribeca 40.721522 -74.010683 iHeartRadio Theater 40.720312 -74.005150 Music Venue
21 Manhattan West Village 40.734434 -74.006180 Lucille Lortel Theatre 40.733176 -74.005702 Theater
22 Manhattan West Village 40.734434 -74.006180 New Ohio Theatre 40.732684 -74.008236 Theater
23 Manhattan West Village 40.734434 -74.006180 Cherry Lane Theatre 40.731395 -74.005448 Theater
24 Manhattan Gramercy 40.737210 -73.981376 The Peoples Improv Theater 40.740441 -73.984784 Comedy Club
25 Manhattan Gramercy 40.737210 -73.981376 Gramercy Theatre 40.739746 -73.985100 Music Venue
26 Manhattan Noho 40.723259 -73.988434 New York Theatre Workshop 40.726545 -73.990080 Theater
27 Manhattan Civic Center 40.715229 -74.005415 20 Thomas St. (The Flea Theater) 40.716161 -74.005826 Theater
28 Manhattan Hudson Yards 40.756658 -74.000111 UCB Theatre Hell’s Kitchen 40.760500 -73.997863 Comedy Club
29 Manhattan Hudson Yards 40.756658 -74.000111 Rosewood Theatre 40.757999 -73.999582 Nightclub
30 Brooklyn Prospect Heights 40.676822 -73.964859 Murmrr Theatre 40.673349 -73.967890 Music Venue
31 Brooklyn Brooklyn Heights 40.695864 -73.993782 The Heights Players Theatre 40.693005 -73.998293 Indie Theater
32 Brooklyn Fort Greene 40.688527 -73.972906 BAM Harvey Theater 40.688586 -73.978709 Theater
33 Brooklyn Fort Greene 40.688527 -73.972906 Theatre For A New Audience at Polonsky Shakesp... 40.687462 -73.978329 Theater
34 Brooklyn Coney Island 40.574293 -73.988683 Ford Amphitheater at Coney Island Boardwalk 40.572761 -73.988074 Music Venue
35 Brooklyn Downtown 40.690844 -73.983463 BAM Harvey Theater 40.688586 -73.978709 Theater
36 Brooklyn Downtown 40.690844 -73.983463 Kumble Theater 40.691261 -73.981225 Performing Arts Venue
37 Brooklyn Boerum Hill 40.685683 -73.983748 Theatre For A New Audience at Polonsky Shakesp... 40.687462 -73.978329 Theater
38 Brooklyn Prospect Park South 40.647009 -73.962613 Kings Theatre 40.646110 -73.957175 Theater
39 Brooklyn Ditmas Park 40.643675 -73.961013 Kings Theatre 40.646110 -73.957175 Theater
40 Queens Sunnyside 40.740176 -73.926916 Thalia Spanish Theater 40.740208 -73.923517 Theater
41 Queens Utopia 40.733500 -73.796717 Bombay Theatre 40.733241 -73.794299 Indie Movie Theater
42 Staten Island St. George 40.644982 -74.079353 St. George Theatre 40.642253 -74.077496 Theater
43 Staten Island Chelsea 40.594726 -74.189560 The Little Victory Theater 40.592167 -74.190079 Theater

find all venues which are movie theatre and create a new dataframe

In [16]:
#get only movie theatres dataframe
newyork_movietheaters=bronx_venues[bronx_venues['Venue Category'].str.contains('movie',case=False)].append(manhattan_venues[manhattan_venues['Venue Category'].str.contains('movie',case=False)], ignore_index = True)
newyork_movietheaters=newyork_movietheaters.append(brooklyn_venues[brooklyn_venues['Venue Category'].str.contains('movie',case=False)], ignore_index = True)
newyork_movietheaters=newyork_movietheaters.append(queens_venues[queens_venues['Venue Category'].str.contains('movie',case=False)], ignore_index = True)
newyork_movietheaters=newyork_movietheaters.append(statenIsland_venues[statenIsland_venues['Venue Category'].str.contains('movie',case=False)], ignore_index = True)
newyork_movietheaters
#map in folium 
Out[16]:
Borough Neighborhood Neighborhood Latitude Neighborhood Longitude Venue Venue Latitude Venue Longitude Venue Category
0 Manhattan Chinatown 40.715618 -73.994279 Metrograph 40.714999 -73.991035 Indie Movie Theater
1 Manhattan Upper West Side 40.787658 -73.977059 AMC Loews 84th Street 6 40.786770 -73.977608 Movie Theater
2 Manhattan Lincoln Square 40.773529 -73.985338 Walter Reade Theater 40.773783 -73.983924 Indie Movie Theater
3 Manhattan Lincoln Square 40.773529 -73.985338 Film at Lincoln Center 40.773609 -73.983571 Indie Movie Theater
4 Manhattan Lincoln Square 40.773529 -73.985338 AMC Lincoln Square 13 40.775063 -73.982095 Movie Theater
5 Manhattan Clinton 40.759101 -73.996119 Yotel - Rooftop Cinema Club 40.759429 -73.995047 Movie Theater
6 Manhattan Chelsea 40.744035 -74.003116 Cinépolis Chelsea 40.745012 -73.998020 Movie Theater
7 Manhattan Greenwich Village 40.726933 -73.999914 Angelika Film Center 40.725900 -73.997625 Indie Movie Theater
8 Manhattan Battery Park City 40.711932 -74.016869 Regal Battery Park 40.715004 -74.014935 Movie Theater
9 Manhattan Noho 40.723259 -73.988434 Anthology Film Archives 40.724836 -73.990158 Indie Movie Theater
10 Manhattan Sutton Place 40.760280 -73.963556 CMX CineBistro 40.761338 -73.960406 Movie Theater
11 Brooklyn Cobble Hill 40.687920 -73.998561 Cobble Hill Cinemas 40.684832 -73.994500 Indie Movie Theater
12 Brooklyn Carroll Gardens 40.680540 -73.994654 Cobble Hill Cinemas 40.684832 -73.994500 Indie Movie Theater
13 Brooklyn Fort Greene 40.688527 -73.972906 BAM Rose Cinemas 40.686338 -73.977438 Indie Movie Theater
14 Brooklyn Downtown 40.690844 -73.983463 Alamo Drafthouse Cinema 40.691016 -73.983686 Movie Theater
15 Brooklyn North Side 40.714823 -73.958809 Nitehawk Cinema 40.716183 -73.962420 Movie Theater
16 Brooklyn North Side 40.714823 -73.958809 Williamsburg Cinemas 40.713996 -73.959756 Movie Theater
17 Queens Kew Gardens 40.705179 -73.829819 Kew Gardens Cinema 40.709045 -73.829682 Movie Theater
18 Queens Bay Terrace 40.782843 -73.776802 AMC Loews Bay Terrace 6 40.779190 -73.778551 Movie Theater
19 Queens Utopia 40.733500 -73.796717 Bombay Theatre 40.733241 -73.794299 Indie Movie Theater
20 Queens Blissville 40.737251 -73.932442 Silvercup East -Stage G 40.737177 -73.935170 Movie Theater
Visualize theatre & movie theatre using follium

Now that we have two dataframes,

  1. list of all theatre venues
  2. list of all movie theatre venues we can visualise them for better understanding

all theatre are marked as scatter point in the map all movie theatre are marked as venue markers in the map

Folium is a great visualization library. Feel free to zoom into the above map, and click on each circle mark to reveal the name of the neighborhood and its respective borough.

Comparision of Movie Theatre and all theatres in New york city
In [19]:
map_newyork_comparisiontheatre = folium.Map(location=[latitude, longitude], zoom_start=10)
# add markers to map
for lat, lng, borough, neighborhood in zip(newyork_theaters['Venue Latitude'], newyork_theaters['Venue Longitude'], newyork_theaters['Borough'], newyork_theaters['Neighborhood']):
    label = '{}, {}'.format(neighborhood, borough)
    label = folium.Popup(label, parse_html=True)
    folium.CircleMarker(
        [lat, lng],
        radius=5,
        popup=label,
        color='blue',
        fill=True,
        fill_color='#3186cc',
        fill_opacity=0.7,
        parse_html=False).add_to(map_newyork_comparisiontheatre)  

for lat, lng, borough, neighborhood,venue in zip(newyork_movietheaters['Venue Latitude'], newyork_movietheaters['Venue Longitude'], newyork_movietheaters['Borough'], newyork_movietheaters['Neighborhood'],newyork_movietheaters['Venue']):
    label = '{}, {}, {}'.format(venue,neighborhood, borough)
    label = folium.Popup(label, parse_html=True)
     
    
#folium.LayerControl()
    folium.Marker(
        [lat, lng],
        popup=label,
    ).add_to(map_newyork_comparisiontheatre)
map_newyork_comparisiontheatre
Out[19]:
Make this Notebook Trusted to load map: File -> Trust Notebook
Identify Densely populated Boroughs and Neighbourhood in New York City

plotly express is utilised to create Chloropleth mapbox

Post this plot all the movie theatres in the same map to analyse which Borough lack Movie theatres

In [20]:
import pandas as pd
import json
#!conda install -c conda-forge plotly --yes  
import math
import plotly.express as px
#!pip install area 
from area import area
#!conda install -c conda-forge dash dash-core-components \
#                 dash-html-components dash-renderer dash-table --yes
In [23]:
# read the neighborhood population data into a DataFrame and load the GeoJSON data
df = pd.read_csv('New_York_City_Population_By_Neighborhood_Tabulation_Areas.csv')
nycmap = json.load(open("nyc_neighborhoods.geojson"))

# create dictionary of nta codes mapping to area (square miles)
d = {}
neighborhood = nycmap["features"]
for n in neighborhood:
    code = n["properties"]["ntacode"]
    a = area(n["geometry"])/(1609*1609) # converts from m^2 to mi^2
    d[code] = a

# create new columns in df for area and density  
df["area"] = df["NTA Code"].map(d)
df = df.dropna(subset=["area"])
df["density"] = df["Population"].div(df["area"],axis=0)
df.head()
Out[23]:
Borough Year FIPS County Code NTA Code NTA Name Population area density
0 Bronx 2000 5 BX01 Claremont-Bathgate 28149 0.590962 47632.525880
1 Bronx 2000 5 BX03 Eastchester-Edenwald-Baychester 35422 1.446059 24495.544893
2 Bronx 2000 5 BX05 Bedford Park-Fordham North 55329 0.538774 102694.208900
3 Bronx 2000 5 BX06 Belmont 25967 0.486994 53321.001560
4 Bronx 2000 5 BX07 Bronxdale 34309 0.545483 62896.601203
In [43]:
# call Plotly Express choropleth function to visualize data
fig = px.choropleth_mapbox(df,
                           geojson=nycmap,
                           locations="NTA Code",
                           featureidkey="properties.ntacode",
                           color="density",
                           color_continuous_scale="viridis",
                           mapbox_style="carto-positron",
                           zoom=9, center={"lat": 40.7, "lon": -73.9},
                           opacity=0.5,
                           hover_data=["NTA Name","Borough"]                           
                           )

fig.show()

Plot all existing movie theatres in the Population Map

In [44]:
#import plotly.graph_objects as go

fig2 = px.scatter_mapbox(newyork_movietheaters, 
                         lat="Venue Latitude", 
                         lon="Venue Longitude", 
                         hover_data=["Venue","Neighborhood","Borough"],
                         color_discrete_sequence=["red"],
                         size_max=10, zoom=8)


fig.add_trace(fig2.data[0])
for i, frame in enumerate(fig.frames):
    fig.frames[i].data += (fig2.frames[i].data[0],)
fig.show()

Results and Discussion

Based on our analysis, we have observed that there are nearly 29 theatres of which 10 are movie theatres already existing in Yorkville, Manhattan in New York city. It is always better to open a movie theatre with less number of existing theaters in the Borough.

The other 4 Boroughs in New York city namely: Queens, Staten Island, Bronx, Brooklyn are the potential areas to establish a new movie theater. But we must also consider the factor based on the population in the Boroughs in New York city. As its not ideal to build a movie theatre in a desert and expect people to go there. We need to analyse based on the most densely populated Neighbourhoods, we can then cater to the needs of the people in that area. An analysis is made based on the population density in all the Boroughs and Neighbourhood in New York city. It is observed that the most densely populated neighbourhood in New york City is in Manhattan, followed by Brooklyn, Queens, Bronx and Staten Island.

Conclusion

Considering the factors of existing movie theatres, all other types of theatre and also the population density of the Boroughs in New york city.

  • It is observed that Manhattan being the borough thats densly populated has sufficient movie theatres to cater to the needs of its occupants
  • Boroughs Brooklyn and Queens are moderately populated and has sufficient movie theatres
  • Borough Staten Island population is quite low, though it is a potential area to bring a new movie theatre the profit would be quite low to invest
  • Borough Bronx is quite small and moderately populated. Fordham South in Bronx is the second highest populated neighbourhoods in New York City and is the most ideal place to invest and establish a new movie theatre.
In [ ]: